The graphical user interface design work under Tübitak-120E307 has been carried out to cover the functional features and performance outputs of the project.

The graphical user interface design work under Tübitak-120E307 has been carried out to cover the functional features and performance outputs of the project.
24 Oct 2023

The graphical user interface design with Tübitak-120E307 was completed by creating a MATLAB-based software library to present theoretical and symmetrical results of the analytical outputs obtained under the project.

The basic outputs produced for the MATLAB-based creation of the software library are shown. Here is an interface that allows the user to analyze the performance of the system to cover all the work packages envisaged under the project under the heads of physical layer security in the UAV-RIS assisted heterogeneous networks, including, respectively, the classical and DL-based channel shortcuts in UAV-RIS assisted heterogenic networks and the orbital design of the energy-efficient UAV assisted HetNet model and the stochastic battery consumption model, the spectral and energy efficiency analysis of the UAV-RIS supported hetero-network structure and the meta-surface manipulation attacks.

Figure 1. MATLAB software library system model selection screen.
Figure 2. Performance result screen regarding energy efficiency in heterogeneous networks.
M. Ardanuc, M. Basaran, Y. Hmamouche, L. Durak-Ata and H. Yanikomeroglu, “Energy Efficiency Analysis in Heterogeneous Networks: A Stochastic Geometry Perspective,” IEEE Open Journal of Vehicular Technology, doi: 10.1109/OJVT.2023.3269890. [IEEE OJVT] [ResearchGate]
Figure 3. BER performance comparison result screen for BPSK modulated system model under different MSMA scenarios.
H. Alakoca and L. Durak-Ata, “Secrecy Performance of RIS-enabled Linear Interference Alignment Multi-User MIMO Network”, 30th Telecommunications forum TELFOR 2022, Nov. 2022, Belgrade, Serbia. [IEEE TELFOR] [ResearchGate]
Figure 4. Performance result screen where the effect of linear interference alignment on privacy to total data ratio is analyzed in AYY-enabled multi-user MIMO networks.
H. Alakoca, M. Babaei, L. Durak-Ata and E. Basar, “RIS-Empowered Non-Linear Energy Harvesting Communications over Nakagami-m Channels,”  IEEE Communications Letters, vol. 26, no. 9, pp. 2215-2219, Sept. 2022, doi: 10.1109/LCOMM.2022.3182482. [IEEE Comm Letter] [ResearchGate]
Figure 5. Performance result screen where the variation of stealth capacity with Eb / N0 is analyzed (the case where the received power for E is 10 dB lower than the received power for D).
M. Namdar, A. Basgumus, H. Alakoca, S.O. Ata, and L. Durak-Ata, “IRS-aided Communication Systems in the Presence of Multiple Eavesdroppers,” IEEE Signal Proc. Commun. Appl. Conf. (SIU’23), 5-8 Jul. 2023, Istanbul, Turkey.

Our other articles produced within the scope of the project are listed below for review and reference.
S. Kosu, M. Babaei, S. Ö. Ata, L. Durak-Ata and H. Yanikomeroglu, “Linear/Non-Linear Energy Harvesting Models via Multi-Antenna Relay Cooperation in V2V Communications,” IEEE Trans. Green Commun., June 2023, doi: 10.1109/TGCN.2023.3279326. [IEEE TGCN] [ResearchGate]

S. Koşu, M. Babaei and L. Durak-Ata, “Integrated Satellite-Terrestrial Relay Network over Generalized-K Fading Channel”, IEEE Int. Black Sea Conf. Commun. and Networking (BLACKSEA’23), 4-7 July 2023, Istanbul, Turkey.

S. Aldirmaz-Colak, M. Basaran, N.A. Bastug, N. Calik, E. Basar, L. Durak-Ata, “Estimation of Correlated Channels in Reconfigurable Intelligent Surfaces-Enabled 6G Networks,” IEEE Int. Black Sea Conf. Commun. and Networking (BLACKSEA’23), 4-7 July 2023, Istanbul, Turkey. 

H. Maleki, M. Basaran, L. Durak-Ata, “Handover-enabled dynamic computation offloading for vehicular edge computing networks,” IEEE Transactions on Vehicular Technology (Early Access, available as of 22 Feb. 2023, DOI: 10.1109/TVT.2023.3247889). [IEEE TVT] [ResearchGate]

H. Alakoca, M. Babaei, L. Durak-Ata and E. Basar, “RIS-Empowered Non-Linear Energy Harvesting Communications over Nakagami-m Channels,”  IEEE Communications Letters, vol. 26, no. 9, pp. 2215-2219, Sept. 2022, doi: 10.1109/LCOMM.2022.3182482. [IEEE Comm Letter] [ResearchGate]

M. Babaei, L. Durak-Ata, U. Aygolu, “Performance Analysis of Dual-Hop AF Relaying with Non-Linear/Linear Energy Harvesting”. Sensors. 2022; 22(16):5987. [MDPI SENSORS] [ResearchGate]

M.E. Kechagia, S. Aldirmaz-Colak, M. Basaran, L. Durak-Ata, “Sum-rate analysis in reconfigurable intelligent surface-aided UAV networks,” IEEE Signal Proc. Commun. Appl. Conf. (SIU’22), 16-18 May 2022, Karabuk, Turkey (in Turkish, hybrid conf., presented virtually). [IEEE SIU] [ResearchGate]

A. Hashi, S. Aldirmaz-Colak, M. Basaran, L. Durak-Ata, “Channel estimation effect on sum-rate analysis of RIS-aided UAV-based MISO systems,” IEEE Signal Proc. Commun. Appl. Conf. (SIU’22), 16-18 May 2022, Karabuk, Turkey (in English, hybrid conf., presented virtually). [IEEE SIU] [ResearchGate]

You can click on the link to download our project, run Matlab on your own computer, and cite us in your own work.

Tübitak-120E307 Download